Haifeng Qian
10 papers · 2019–2025 · 7 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (32)
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Mega-Team · Squad
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Century Club · Bronze
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Keyword Collector
(58)
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(7)
Application Areas
(7)
Deep Learning
(5)
Core AI
(5)
Learning Types
(4)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Optimization & Theory · Deep Learning
(3)
Optimization & Theory · Machine Learning
(3)
Natural Language Processing
(2)
Architectures
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Mathematics & Optimization
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
code generation
(3)
code completion
(2)
neural network
(2)
adversarial robustness
(2)
imprecise probability
(2)
belief propagation
(1)
non-convex optimization
(1)
adversarial learning
(1)
model robustness
(1)
lipschitz constant
(1)
data augmentation
(1)
approximate inference
(1)
adversarial training
(1)
message passing
(1)
batch processing
(1)
probabilistic logic
(1)
generative model
(1)
foundation model
(1)
conditional probability
(1)
uncertainty quantification
(1)
Papers
LibEvolutionEval: A Benchmark and Study for Version-Specific Code Generation
NAACL 2025
BASS: Batched Attention-optimized Speculative Sampling
ACL 2024
Bifurcated Attention for Single-Context Large-Batch Sampling
ICML 2024
CodeFort: Robust Training for Code Generation Models
EMNLP 2024
Approximate Inference in Logical Credal Networks
IJCAI 2023
Multi-lingual Evaluation of Code Generation Models
ICLR 2023
ReCode: Robustness Evaluation of Code Generation Models
ACL 2023
Logical Credal Networks
NeurIPS 2022
Neural Belief Reasoner
IJCAI 2020
L2-Nonexpansive Neural Networks
ICLR 2019